Semiconductor Manufacturing & Test · Quality & Safety Firewall

SemiconIQ

One grounded, explainable, audited decision on every batch. SemiconIQ sits in your batch-release flow catching defects, off-spec product and label errors before a batch is ever shipped.

1 API
in the batch inspection flow
Seconds
to a signed decision
100%
every batch inspected
Recall-ready
traceability & audit
SemiconIQ detecting a product defect with a grounded HOLD decision
Overview

The quality-control firewall for semiconductor fabs, foundries & OSAT

Built for semiconductor fabs, foundries & OSAT and co-packers, SemiconIQ sits in the batch-release flow. Every batch and every product image passes through one API call and returns a single grounded decision RELEASE, REVIEW or HOLD with confidence, full reasons, recall-ready traceability and a signed Certificate of Conformance.

A clipboard check is a commodity. SemiconIQ detects particles, scratches, pattern deviation, edge and film defects from the pixels, consumes your metrology & e-test results (yield, defect density, CD, overlay) and fuses everything into one grounded, explainable wafer/lot decision. The AI is advisory only the evidence always wins.

Core Capabilities

Everything fused into one decision

Visual & pattern inspection

Particles, scratches, die-to-die pattern deviation, edge/bevel defects and film uniformity measured from the pixels, not eyeballed.

Lithography intelligence

CD uniformity (3σ), overlay and Edge Placement Error computed from consumed metrology and checked against the process spec automatically.

Reliability & PUF anti-counterfeit

Remaining Useful Life and Reliability Index from tool data, plus PUF chip authentication (genuine vs counterfeit). Consumed metrology in, grounded decision out audit-ready.

SPC, yield & wafer/lot traceability

Cp/Cpk, I-MR control charts and defect Pareto, with wafer/lot traceability hold one lot and every wafer at risk is surfaced instantly.

Certificate of Conformance

Hash-chained, signed wafer/lot release certificate the evidence you hand a customer-quality or reliability auditor.

Grounded AI agent

Autopilot & copilot that explain and recommend advisory only; physics and rules always win.

How it works

From upload to a signed, audit-ready decision

Capture Inspect product Check spec Consume lab results Check traceability Ground & decide Issue certificate
Seeing is believing

Real defect intelligence

Autonomous & deployable

One agent deploy it anywhere in the journey

Run an agent per channel, each with its own safe autonomy policy. Auto-clear obvious clean cases; route anything risky to a human. Any open-source camera or scanner works no vendor SDK.

Production line Packing line Plant floor Any UVC / GenICam camera Flatbed scanner (SANE) REST / webhook API
Who it's for

Built for the teams that ship the batch

Wafer fabs, foundries and OSAT (assembly & test) and the process, yield, metrology, reliability and QA engineers inside them who need fast, corroborated, audit-ready wafer, lot and device decisions.

Key Benefits

Outcomes you can measure

Fewer rejects & recalls
Defects & off-spec caught before shipping
Faster release of good batches
Less manual review, more consistency
Audit-ready evidence on demand
Safe, grounded AI in a regulated flow
Compliance by design

Regulator-ready from day one

SEMI ISO 9001 IATF 16949 / JEDEC Certificate of Conformance Hash-chained audit On-prem / data-sovereign

See SemiconIQ on your own data

Start with a shadow-mode pilot on your recent batches see the defects and off-spec batches it would have caught and the good batches it would have released faster. Zero production risk.

Talk to Sales
Standards & engineering alignment

Fits your compliance environment

SemiconIQ is designed to support the quality and reliability standards that govern semiconductor manufacturing and test.

IATF 16949

Automotive-grade quality

Supports the traceability automotive-semiconductor supply chains require.

JEDEC

Device qualification

Aligns with recognised reliability and test practice.

SEMI standards

Equipment & data

Consumes fab equipment and metrology data models.

ISO/IEC 27001

Information security

Governed deployment inside your boundary.

Designed to support and align with the frameworks above. Alignment describes how the platform fits your program; it is not a claim of independent certification unless separately stated.

Built for your scale

From a single team to the whole enterprise

SemiconIQ is designed to deliver value on day one for a small team and to scale to a governed, multi-site enterprise deployment on the same platform.

For growing & mid-size businesses

Wafer and test QC intelligence for a single fab line
Prioritized, explained findings for engineers
Deploy on your own infrastructure
Actionable insight without a separate analytics build

For large organizations

One QC view across fabs, lots and test floors
Governed and audit-ready for a regulated process
On-prem or private-cloud with data sovereignty
Systemic yield-pattern detection across the process
In practice

Deployment scenarios

Illustrative walkthroughs of how SemiconIQ is used and the value it creates. Your figures are set on your own data during a proof-of-value engagement.

Yield excursion

An emerging yield excursion is surfaced early with the supporting evidence, so engineers act before it spreads.

Test-floor consistency

The same grounded standard is applied across test, so dispositions are consistent and defensible.

Process common-cause

A recurring signature across lots is traced to one upstream cause.

Proof of value

See it on your own data

A scoped engagement shows the results measured on your own operation before any wide rollout then scale across the organization on the same platform.

Book a proof of value